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  1. Red Hat OpenShift Data Science
  2. RHODS-6273

Fix performance issues in odh model controller

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    • Icon: Bug Bug
    • Resolution: Duplicate
    • Icon: Major Major
    • None
    • RHODS_1.20.0_GA
    • Model Serving
    • 5
    • False
    • None
    • False
    • Testable
    • No
    • Yes
    • No
    • Known Issue
    • Proposed
    • No
    • Pending
    • None
    • ML Serving Sprint 1.22, ML Serving Sprint 1.28, ML Serving Sprint 1.29

      The ODH model controller is currently using far too much memory and is getting OOMKilled.

      As part of this ticket, figure out what is causing the performance issues in the controller and fix it.

      This may require using tools such as pprof.

        1. heap-1
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        2. heap-2
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        3. heap-3
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        4. heap-4
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        5. image-2022-12-21-14-57-49-563.png
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        6. image-2022-12-21-15-31-40-716.png
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        7. modelmesh-controller.png
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        8. modelmesh-memory-leak.png
          modelmesh-memory-leak.png
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        9. odh-model-controller.png
          odh-model-controller.png
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        10. Screenshot from 2023-05-12 16-14-49.png
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        11. Screenshot from 2023-05-12 16-14-52.png
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        12. Screenshot from 2023-05-12 16-14-55.png
          Screenshot from 2023-05-12 16-14-55.png
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          1.
          		 Add Profiling feature to get debug data for modelmesh controller. Sub-task Closed Undefined JOOHO LEE

              vajain Vaibhav Jain
              aasthana@redhat.com Anish Asthana
              Tarun Kumar Tarun Kumar
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                Created:
                Updated:
                Resolved: